MARC details
000 -LEADER |
fixed length control field |
03000cam a22003497i 4500 |
001 - ACCESSION NUMBER |
control field |
25831 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
CUTN |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20170418110243.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
160315t20162016flua b 001 0 eng d |
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
LC control number |
2015514291 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
1466568577 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9781466568570 |
035 ## - SYSTEM CONTROL NUMBER |
System control number |
(OCoLC)ocn928459175 |
040 ## - CATALOGING SOURCE |
Original cataloging agency |
YDXCP |
Language of cataloging |
eng |
Transcribing agency |
YDXCP |
Description conventions |
rda |
Modifying agency |
GSU |
-- |
KSU |
-- |
OCLCF |
-- |
CRCPR |
-- |
DLC |
042 ## - AUTHENTICATION CODE |
Authentication code |
lccopycat |
050 00 - LIBRARY OF CONGRESS CALL NUMBER |
Classification number |
QA76.9.D343 |
Item number |
E983 2016 |
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
006.3/12 |
Edition number |
23 |
245 00 - TITLE STATEMENT |
Title |
Event mining : |
Remainder of title |
algorithms and applications / |
Statement of responsibility, etc |
edited by Tao Li. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Place of publication, distribution, etc |
New York, |
Name of publisher, distributor, etc |
CRC Press, |
Date of publication, distribution, etc |
c2016. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
xxv, 308 pages, 8 unnumbered pages of plates : |
Other physical details |
illustrations (some color) ; |
Dimensions |
25 cm. |
490 1# - SERIES STATEMENT |
Series statement |
Chapman & Hall/CRC data mining and knowledge discovery series |
504 ## - BIBLIOGRAPHY, ETC. NOTE |
Bibliography, etc |
Includes bibliographical references (pages 283-303) and index. |
505 0# - FORMATTED CONTENTS NOTE |
Formatted contents note |
1. Introduction / Tao Li -- 2. Event generation: from logs to events / Liang Tang and Tao Li -- 3. Optimizing system monitoring configurations / Liang Tang and Tao Li -- 4. Event pattern mining / Chunqui Zeng and Tao Li -- 5. Mining time lags / Chungiu Zeng, Liang Tang, and Tao Li -- 6. Log event summarization / Yexi Jiang and Tao Li -- 7. Data-driven applications in system management / Wubai Zhou, Chunqiu Zeng, Liang Tang, and Tao Li -- 8. Social media event summarization using twitter streams / Chao Shen and Tao Li. |
520 ## - SUMMARY, ETC. |
Summary, etc |
"Event mining encompasses techniques for automatically and efficiently extracting valuable knowledge from historical event/log data. The field, therefore, plays an important role in data-driven system management. Event Mining: Algorithms and Applications presents state-of-the-art event mining approaches and applications with a focus on computing system management. The book first explains how to transform log data in disparate formats and contents into a canonical form as well as how to optimize system monitoring. It then describes intelligent and efficient methods and algorithms to perform data-driven pattern discovery and problem determination for managing complex systems. The book also discusses data-driven approaches for the detailed diagnosis of a system issue and addresses the application of event summarization in Twitter messages (tweets). Understanding the interdisciplinary field of event mining can be challenging as it requires familiarity with several research areas and the relevant literature is scattered in diverse publications. This book makes it easier to explore the field by providing both a good starting point if you are not familiar with the topics and a comprehensive reference if you are already working in this area"--Back cover. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Data mining. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Data logging. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Li, Tao, |
Relator term |
editor. |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
Uniform title |
Chapman & Hall/CRC data mining and knowledge discovery series. |
906 ## - LOCAL DATA ELEMENT F, LDF (RLIN) |
a |
7 |
b |
cbc |
c |
copycat |
d |
2 |
e |
ncip |
f |
20 |
g |
y-gencatlg |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
Dewey Decimal Classification |
Koha item type |
General Books |